metoro-io/metoro-mcp-server

Overview

Metoro MCP Server is an open-source Go server that implements the Model Context Protocol to let AI agents query and act on your Kubernetes clusters. It connects to a Kubernetes API server, retrieves resource state, logs, and events, and exposes those as tools a compatible LLM client can call.

Best for

Best for
Developers and platform engineers who want to integrate LLM-based assistants with their Kubernetes environments

Use cases

• Debugging pod failures by asking an AI agent to check recent events and logs
• Automating routine cluster inspections without manual kubectl commands
• Enabling natural-language queries of Kubernetes resource status and metadata

Notes

Metoro MCP Server is an open-source Go server that implements the Model Context Protocol to let AI agents query and act on your Kubernetes clusters. It connects to a Kubernetes API server, retrieves resource state, logs, and events, and exposes those as tools a compatible LLM client can call.

50 stars on GitHub. Last updated 2026-05-28. Licensed MIT.

Use cases

• Debugging pod failures by asking an AI agent to check recent events and logs
• Automating routine cluster inspections without manual kubectl commands
• Enabling natural-language queries of Kubernetes resource status and metadata

Pros

• Low overhead Go server with a single binary deployment
• Provides structured access to live Kubernetes data for LLM agents
• Open source with a permissive license and active development

Cons

• Requires cluster-level read permissions and a running companion server
• Limited to querying existing state, no support for mutating cluster resources
• Small community and fewer integrations compared to established kubectl plugins

Indexed from awesome-mcp-servers-punkpeye and enriched against its public facts.